Officials must be careful to remember that a data trend illustrated in analytics doesn't tell the full story of each student's experience or struggle. It can, however, yield valuable insights about student engagement with specific curiculum, learning technology and campus resources, in order to understand where attention and finance are best spent on an annual, or even semester basis.